• Suche: Deep Reinforcement Learning with Python

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1

schlably: A Python Framework for Deep Reinforcement Learning Based Scheduling Experiments
de Puiseau, Constantin Waubert ; Peters, Jannik ; Dörpelkus, Christian ; et al.

Computer Science - Machi... Computer Science - Artif...
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3

BANSIM: A new discrete-event simulator for wireless body area networks with deep reinforcement learning in Python
Kim, Beom-Su ; Kim, Ki-Il ; Shah, Babar
In Journal of Systems Architecture May 2022 126

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4

DRLinFluids -- An open-source python platform of coupling Deep Reinforcement Learning and OpenFOAM
Wang, Qiulei ; Yan, Lei ; Hu, Gang ; et al.

Physics - Fluid Dynamics
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7

Intelligent coalbed methane drainage optimization: A deep reinforcement learning-driven life-cycle strategy
Liu, Chen ; Gong, Bin ; Wu, HaoQiang ; et al.
In Energy and AI December 2025 22

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8

Deep reinforcement learning-based control of thermal energy storage for university classrooms: Co-Simulation with TRNSYS-Python and transfer learning across operational scenarios
Buscemi, Giacomo ; Cuomo, Francesco Paolo ; Razzano, Giuseppe ; et al.
In Energy Reports December 2025 14:1349-1367

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9

SmartFlow: A CFD-solver-agnostic deep reinforcement learning framework for computational fluid dynamics on HPC platforms
Xiao, Maochao ; Wang, Yuning ; Rodach, Felix ; et al.

Fluid Dynamics Computational Physics
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10

Deep reinforcement learning for PID parameter tuning in greenhouse HVAC system energy Optimization: A TRNSYS-Python cosimulation approach
Adesanya, Misbaudeen Aderemi ; Obasekore, Hammed ; Rabiu, Anis ; et al.
In Expert Systems With Applications 15 October 2024 252 Part A

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11

Application analysis of hybrid heat pump heating systems optimized with deep reinforcement learning control
Liu, Hangyu ; Fang, Zhicong ; Yang, Shangkuan ; et al.
In Journal of Building Engineering 1 November 2025 113

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12

Leveraging deep reinforcement learning for dynamic NPC behavior and enhanced player experience in unity3d
Supli, Ahmad Affandi ; Siqi, Xu
In Entertainment Computing September 2025 55

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13

AE-TD3 with adaptive expert guidance: towards responsive deep reinforcement learning for building HVAC control systems
Wu, Zeqing ; Mu, Yunfei ; Jin, Xiaolong ; et al.
In Energy & Buildings 15 January 2026 351

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14

A deep reinforcement learning based algorithm for time and cost optimized scaling of serverless applications
Mampage, Anupama ; Karunasekera, Shanika ; Buyya, Rajkumar
In Future Generation Computer Systems December 2025 173

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17

Deep dyna reinforcement learning based energy management system for solar operated hybrid electric vehicle using load scheduling technique
Ghode, Shilpa Dnyaneshwar ; Digalwar, Mayuri
In Journal of Energy Storage 20 November 2024 102 Part B

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18

Deep reinforcement learning optimal control strategy for temperature setpoint real-time reset in multi-zone building HVAC system
Fang, Xi ; Gong, Guangcai ; Li, Guannan ; et al.
In Applied Thermal Engineering 25 July 2022 212

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19

Intelligent docking control of autonomous underwater vehicles using deep reinforcement learning and a digital twin system
Lin, Yu-Hsien ; Chiang, Chen-Hao ; Yu, Chao-Ming ; et al.
In Expert Systems With Applications 15 January 2026 296 Part B

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